Giovanni Stabile

67 papers Journal 67

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Hybrid Discretize-then-Project Reduced Order Model for Turbulent Flows on Collocated Grids with Data-Driven Closure. CoRR Nadim Rooholamin, Kabir Bakhshaei, Giovanni Stabile
2026	J	`jnl`	An efficient hyper reduced-order model for segregated solvers for geometrical parametrization problems. CoRR Valentin Nkana Ngan, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2025	J	`jnl`	A Deep-Learning Enhanced Gappy Proper Orthogonal Decomposition Method for Conjugate Heat Transfer Problem. CoRR Arash Hajisharifi, Rahul Halder, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	A hybrid reduced-order model for segregated fluid-structure interaction solvers in an ALE approach at high Reynolds number. Comput. Math. Appl. Valentin Nkana Ngan, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2025	J	`jnl`	A new data-driven energy-stable Evolve-Filter-Relax model for turbulent flow simulation. CoRR Anna Ivagnes, Toby van Gastelen, Syver Døving Agdestein, Benjamin Sanderse, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	A reduced-order model for advection-dominated problems based on the Radon Cumulative Distribution Transform. Adv. Comput. Math. Tobias Long, Robert Barnett, Richard Jefferson-Loveday, Giovanni Stabile, Matteo Icardi
2025	J	`jnl`	A segregated reduced-order model of a pressure-based solver for turbulent compressible flows. Adv. Model. Simul. Eng. Sci. Matteo Zancanaro, Valentin Nkana Ngan, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	Building an Accelerated OpenFOAM Proof-of-Concept Application using Modern C++. CoRR Giulio Malenza, Giovanni Stabile, Filippo Spiga, Robert Birke, Marco Aldinucci
2025	J	`jnl`	Coupling Physics Informed Neural Networks with External Solvers. CoRR Rahul Halder, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	Data-driven Closure Strategies for Parametrized Reduced Order Models via Deep Operator Networks. CoRR Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	Exact operator inference with minimal data. CoRR Henrik K. E. Rosenberger, Benjamin Sanderse, Giovanni Stabile
2025	J	`jnl`	Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations. J. Comput. Phys. Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	Model Reduction for Transport-Dominated Problems via Cross-Correlation Based Snapshot Registration. CoRR Harshith Gowrachari, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	Physics informed neural network framework for unsteady discretized reduced order system. Comput. Math. Appl. Rahul Halder, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	ROM for Viscous, Incompressible Flow in Polygons - exponential CoRR Francesco Romor, Federico Pichi, Giovanni Stabile, Gianluigi Rozza, Christoph Schwab
2025	J	`jnl`	Reservoir computing based predictive reduced order model for steel grade intermixing in an industrial continuous casting tundish. CoRR Harshith Gowrachari, Mattia Giuseppe Barra, Giovanni Stabile, Gianluca Bazzaro, Gianluigi Rozza
2025	J	`jnl`	Space-time mesh adaptation for the VMS-Smagorinsky modeling of high Reynolds number flows. J. Comput. Phys. Erika Temellini, Nicola Ferro, Giovanni Stabile, Enrique Delgado Ávila, Tomás Chacón Rebollo, Simona Perotto
2024	J	`jnl`	A Predictive Surrogate Model for Heat Transfer of an Impinging Jet on a Concave Surface. CoRR Sajad Salavatidezfouli, Saeid Rakhsha, Armin Sheidani, Giovanni Stabile, Gianluigi Rozza
2024	J	`jnl`	A hybrid reduced-order model for segregated fluid-structure interaction solvers in an ALE approach at high Reynolds number. CoRR Valentin Nkana Ngan, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2024	J	`jnl`	Geometrically parametrised reduced order models for studying the hysteresis of the Coanda effect in finite element-based incompressible fluid dynamics. J. Comput. Phys. Jose Raul Bravo, Giovanni Stabile, Markus Hess, J. A. Hernandez, Riccardo Rossi, Gianluigi Rozza
2024	J	`jnl`	Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics. Adv. Model. Simul. Eng. Sci. Davide Roznowicz, Giovanni Stabile, Nicola Demo, Davide Fransos, Gianluigi Rozza
2024	J	`jnl`	Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformations. CoRR Harshith Gowrachari, Nicola Demo, Giovanni Stabile, Gianluigi Rozza
2024	J	`jnl`	Optimized Bayesian Framework for Inverse Heat Transfer Problems Using Reduced Order Methods. CoRR Kabir Bakhshaei, Umberto Emil Morelli, Giovanni Stabile, Gianluigi Rozza
2024	J	`jnl`	Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms. CoRR Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza
2024	J	`jnl`	Preface. Comput. Math. Appl. Francesco Piccialli, Gianluigi Rozza, Giovanni Stabile
2024	J	`jnl`	Stochastic Parameter Prediction in Cardiovascular Problems. CoRR Kabir Bakhshaei, Sajad Salavatidezfouli, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	A novel reduced-order model for advection-dominated problems based on Radon-Cumulative-Distribution Transform. CoRR Tobias Long, Robert Barnett, Richard Jefferson-Loveday, Giovanni Stabile, Matteo Icardi
2023	J	`jnl`	A physics-based reduced order model for urban air pollution prediction. CoRR Moaad Khamlich, Giovanni Stabile, Gianluigi Rozza, László Környei, Zoltán Horváth
2023	J	`jnl`	A reduced-order model for segregated fluid-structure interaction solvers based on an ALE approach. CoRR Valentin Nkana Ngan, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2023	J	`jnl`	A two stages Deep Learning Architecture for Model Reduction of Parametric Time-Dependent Problems. CoRR Isabella Carla Gonnella, Martin W. Hess, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	A two-stage deep learning architecture for model reduction of parametric time-dependent problems. Comput. Math. Appl. Isabella Carla Gonnella, Martin W. Hess, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review. CoRR Sajad Salavatidezfouli, Arash Hajisharifi, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Deep Reinforcement Learning for the Heat Transfer Control of Pulsating Impinging Jets. CoRR Sajad Salavatidezfouli, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations. CoRR Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions. CoRR Guglielmo Padula, Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Hybrid data-driven closure strategies for reduced order modeling. Appl. Math. Comput. Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
2023	J	`jnl`	Modal Analysis of the Wake Shed Behind a Horizontal Axis Wind Turbine with Flexible Blades. CoRR Sajad Salavatidezfouli, Armin Sheidani, Kabir Bakhshaei, Ali Safari, Arash Hajisharifi, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Non-linear Manifold Reduced-Order Models with Convolutional Autoencoders and Reduced Over-Collocation Method. J. Sci. Comput. Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Physics Informed Neural Network Framework for Unsteady Discretized Reduced Order System. CoRR Rahul Halder, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Pressure data-driven variational multiscale reduced order models. J. Comput. Phys. Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
2023	J	`jnl`	Reduced Basis, Embedded Methods and Parametrized Levelset Geometry. CoRR Efthymios N. Karatzas, Giovanni Stabile, Francesco Ballarin, Gianluigi Rozza
2022	J	`jnl`	A Continuous Convolutional Trainable Filter for Modelling Unstructured Data. CoRR Dario Coscia, Laura Meneghetti, Nicola Demo, Giovanni Stabile, Gianluigi Rozza
2022	J	`jnl`	A segregated reduced order model of a pressure-based solver for turbulent compressible flows. CoRR Matteo Zancanaro, Giovanni Stabile, Gianluigi Rozza
2022	J	`jnl`	Assessment of URANS and LES Methods in Predicting Wake Shed Behind a Vertical Axis Wind Turbine. CoRR Armin Sheidani, Sajad Salavatidezfouli, Giovanni Stabile, Gianluigi Rozza
2022	J	`jnl`	Deep learning-based reduced-order methods for fast transient dynamics. CoRR Martina Cracco, Giovanni Stabile, Andrea Lario, Martin Larcher, Folco Casadei, Georgios Valsamos, Gianluigi Rozza
2022	J	`jnl`	Embedded domain Reduced Basis Models for the shallow water hyperbolic equations with the Shifted Boundary Method. CoRR Xianyi Zeng, Giovanni Stabile, Efthymios N. Karatzas, Guglielmo Scovazzi, Gianluigi Rozza
2022	J	`jnl`	Hybrid Data-Driven Closure Strategies for Reduced Order Modeling. CoRR Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
2022	J	`jnl`	Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method. CoRR Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2022	J	`jnl`	Novel Methodologies for Solving the Inverse Unsteady Heat Transfer Problem of Estimating the Boundary Heat Flux in Continuous Casting Molds. CoRR Umberto Emil Morelli, Patricia Barral, Peregrina Quintela, Gianluigi Rozza, Giovanni Stabile
2022	J	`jnl`	Pressure Data-Driven Variational Multiscale Reduced Order Models. CoRR Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
2021	J	`jnl`	A numerical approach for heat flux estimation in thin slabs continuous casting molds using data assimilation. CoRR Umberto Emil Morelli, Patricia Barral, Peregrina Quintela, Gianluigi Rozza, Giovanni Stabile
2021	J	`jnl`	An efficient FV-based Virtual Boundary Method for the simulation of fluid-solid interaction. CoRR Michele Girfoglio, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2021	J	`jnl`	Hybrid neural network reduced order modelling for turbulent flows with geometric parameters. CoRR Matteo Zancanaro, Markus Mrosek, Giovanni Stabile, Carsten Othmer, Gianluigi Rozza
2021	J	`jnl`	The Neural Network shifted-Proper Orthogonal Decomposition: a Machine Learning Approach for Non-linear Reduction of Hyperbolic Equations. CoRR Davide Papapicco, Nicola Demo, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
2020	J	`jnl`	Data-driven POD-Galerkin reduced order model for turbulent flows. J. Comput. Phys. Saddam Hijazi, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2020	J	`jnl`	Enhancing CFD predictions in shape design problems by model and parameter space reduction. Adv. Model. Simul. Eng. Sci. Marco Tezzele, Nicola Demo, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2020	J	`jnl`	Enhancing CFD predictions in shape design problems by model and parameter space reduction. CoRR Marco Tezzele, Nicola Demo, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2020	J	`jnl`	On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis. CoRR Mahmoud Gadalla, Marta Cianferra, Marco Tezzele, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2020	J	`jnl`	POD-Galerkin reduced order methods for combined Navier-Stokes transport equations based on a hybrid FV-FE solver. Comput. Math. Appl. Saray Busto, Giovanni Stabile, Gianluigi Rozza, M. Elena Vázquez-Cendón
2019	J	`jnl`	A Hybrid Reduced Order Method for Modelling Turbulent Heat Transfer Problems. CoRR Sokratia Georgaka, Giovanni Stabile, Kelbij Star, Gianluigi Rozza, Michael J. Bluck
2019	J	`jnl`	A Reduced-Order Shifted Boundary Method for Parametrized incompressible Navier-Stokes equations. CoRR Efthymios N. Karatzas, Giovanni Stabile, Léo Nouveau, Guglielmo Scovazzi, Gianluigi Rozza
2019	J	`jnl`	A reduced order variational multiscale approach for turbulent flows. Adv. Comput. Math. Giovanni Stabile, Francesco Ballarin, Giacomo Zuccarino, Gianluigi Rozza
2019	J	`jnl`	Basic Ideas and Tools for Projection-Based Model Reduction of Parametric Partial Differential Equations. CoRR Gianluigi Rozza, Martin W. Hess, Giovanni Stabile, Marco Tezzele, Francesco Ballarin
2019	J	`jnl`	Bayesian identification of a projection-based Reduced Order Model for Computational Fluid Dynamics Computers and Fluids. CoRR Giovanni Stabile, Bojana Rosic
2019	J	`jnl`	Data-Driven POD-Galerkin Reduced Order Model for Turbulent Flows. CoRR Saddam Hijazi, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2019	J	`jnl`	Extension and comparison of techniques to enforce boundary conditions in Finite Volume POD-Galerkin reduced order models for fluid dynamic problems. CoRR S. Kelbij Star, Giovanni Stabile, Francesco Belloni, Gianluigi Rozza, Joris Degroote
2018	J	`jnl`	A novel reduced order model for vortex induced vibrations of long flexible cylinders. CoRR Giovanni Stabile, Hermann G. Matthies, Claudio Borri